EP1902358A4 - Neural modeling and brain-based devices using special purpose processor - Google Patents

Neural modeling and brain-based devices using special purpose processor

Info

Publication number
EP1902358A4
EP1902358A4 EP06785790A EP06785790A EP1902358A4 EP 1902358 A4 EP1902358 A4 EP 1902358A4 EP 06785790 A EP06785790 A EP 06785790A EP 06785790 A EP06785790 A EP 06785790A EP 1902358 A4 EP1902358 A4 EP 1902358A4
Authority
EP
European Patent Office
Prior art keywords
brain
special purpose
purpose processor
based devices
neural modeling
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP06785790A
Other languages
German (de)
French (fr)
Other versions
EP1902358A2 (en
Inventor
James A Snook
Donald B Hutson
Jeffrey L Krichmar
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Neurosciences Research Foundation Inc
Original Assignee
Neurosciences Research Foundation Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Neurosciences Research Foundation Inc filed Critical Neurosciences Research Foundation Inc
Publication of EP1902358A2 publication Critical patent/EP1902358A2/en
Publication of EP1902358A4 publication Critical patent/EP1902358A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/10Interfaces, programming languages or software development kits, e.g. for simulating neural networks
EP06785790A 2005-06-28 2006-06-28 Neural modeling and brain-based devices using special purpose processor Withdrawn EP1902358A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US69453205P 2005-06-28 2005-06-28
US11/426,881 US7533071B2 (en) 2005-06-28 2006-06-27 Neural modeling and brain-based devices using special purpose processor
PCT/US2006/025264 WO2007002790A2 (en) 2005-06-28 2006-06-28 Neural modeling and brain-based devices using special purpose processor

Publications (2)

Publication Number Publication Date
EP1902358A2 EP1902358A2 (en) 2008-03-26
EP1902358A4 true EP1902358A4 (en) 2010-06-02

Family

ID=37596030

Family Applications (1)

Application Number Title Priority Date Filing Date
EP06785790A Withdrawn EP1902358A4 (en) 2005-06-28 2006-06-28 Neural modeling and brain-based devices using special purpose processor

Country Status (4)

Country Link
US (3) US7533071B2 (en)
EP (1) EP1902358A4 (en)
JP (1) JP2009508182A (en)
WO (1) WO2007002790A2 (en)

Families Citing this family (71)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7272681B2 (en) * 2005-08-05 2007-09-18 Raytheon Company System having parallel data processors which generate redundant effector date to detect errors
US7765029B2 (en) * 2005-09-13 2010-07-27 Neurosciences Research Foundation, Inc. Hybrid control device
WO2007094830A1 (en) 2005-11-10 2007-08-23 In Silico Biosciences, Inc. Method and apparatus for computer modeling the human brain for predicting drug effects
US8320649B2 (en) 2006-05-25 2012-11-27 Elminda Ltd. Neuropsychological spatiotemporal pattern recognition
US7647590B2 (en) * 2006-08-31 2010-01-12 International Business Machines Corporation Parallel computing system using coordinator and master nodes for load balancing and distributing work
WO2009069135A2 (en) * 2007-11-29 2009-06-04 Elminda Ltd. System and method for neural modeling of neurophysiological data
JP4577422B2 (en) * 2008-07-14 2010-11-10 ソニー株式会社 Information processing system and information processing method, robot control system and control method, and computer program
US8156264B2 (en) * 2009-04-03 2012-04-10 Analog Devices, Inc. Digital output sensor FIFO buffer with single port memory
EP2572293A4 (en) * 2010-05-19 2013-12-04 Univ California Neural processing unit
US8676734B2 (en) * 2010-07-07 2014-03-18 Qualcomm, Incorporated Methods and systems for replaceable synaptic weight storage in neuro-processors
US8515885B2 (en) 2010-10-29 2013-08-20 International Business Machines Corporation Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation
US8892487B2 (en) 2010-12-30 2014-11-18 International Business Machines Corporation Electronic synapses for reinforcement learning
US8909576B2 (en) * 2011-09-16 2014-12-09 International Business Machines Corporation Neuromorphic event-driven neural computing architecture in a scalable neural network
US8996430B2 (en) 2012-01-27 2015-03-31 International Business Machines Corporation Hierarchical scalable neuromorphic synaptronic system for synaptic and structural plasticity
US8977583B2 (en) 2012-03-29 2015-03-10 International Business Machines Corporation Synaptic, dendritic, somatic, and axonal plasticity in a network of neural cores using a plastic multi-stage crossbar switching
US8868477B2 (en) 2012-03-29 2014-10-21 International Business Machines Coproration Multi-compartment neurons with neural cores
US9082078B2 (en) 2012-07-27 2015-07-14 The Intellisis Corporation Neural processing engine and architecture using the same
US9159020B2 (en) 2012-09-14 2015-10-13 International Business Machines Corporation Multiplexing physical neurons to optimize power and area
US9165244B2 (en) * 2012-10-12 2015-10-20 Ecole Polytechnique Federale De Lausanne (Epfl) Structural to functional synaptic conversion
US9020867B2 (en) 2012-11-06 2015-04-28 International Business Machines Corporation Cortical simulator for object-oriented simulation of a neural network
US8990130B2 (en) 2012-11-21 2015-03-24 International Business Machines Corporation Consolidating multiple neurosynaptic cores into one memory
US9185057B2 (en) 2012-12-05 2015-11-10 The Intellisis Corporation Smart memory
US9373073B2 (en) 2012-12-21 2016-06-21 International Business Machines Corporation Time-division multiplexed neurosynaptic module with implicit memory addressing for implementing a universal substrate of adaptation
US9239984B2 (en) * 2012-12-21 2016-01-19 International Business Machines Corporation Time-division multiplexed neurosynaptic module with implicit memory addressing for implementing a neural network
US9798751B2 (en) 2013-10-16 2017-10-24 University Of Tennessee Research Foundation Method and apparatus for constructing a neuroscience-inspired artificial neural network
US20150242741A1 (en) * 2014-02-21 2015-08-27 Qualcomm Incorporated In situ neural network co-processing
US10552734B2 (en) 2014-02-21 2020-02-04 Qualcomm Incorporated Dynamic spatial target selection
US9542645B2 (en) * 2014-03-27 2017-01-10 Qualcomm Incorporated Plastic synapse management
US9852006B2 (en) 2014-03-28 2017-12-26 International Business Machines Corporation Consolidating multiple neurosynaptic core circuits into one reconfigurable memory block maintaining neuronal information for the core circuits
US20150324691A1 (en) * 2014-05-07 2015-11-12 Seagate Technology Llc Neural network connections using nonvolatile memory devices
US10817785B2 (en) * 2014-08-09 2020-10-27 Fred Narcross Brain emulator support system
US10679120B2 (en) * 2014-11-10 2020-06-09 International Business Machines Corporation Power driven synaptic network synthesis
EP3035249B1 (en) * 2014-12-19 2019-11-27 Intel Corporation Method and apparatus for distributed and cooperative computation in artificial neural networks
US10061531B2 (en) 2015-01-29 2018-08-28 Knuedge Incorporated Uniform system wide addressing for a computing system
US9552327B2 (en) 2015-01-29 2017-01-24 Knuedge Incorporated Memory controller for a network on a chip device
US9886193B2 (en) 2015-05-15 2018-02-06 International Business Machines Corporation Architecture and implementation of cortical system, and fabricating an architecture using 3D wafer scale integration
CN105182794A (en) * 2015-08-12 2015-12-23 天津大学 FPGA-based closed-loop electrophysiological experiment platform
CN105845001B (en) * 2015-11-09 2019-02-22 天津大学 Multiple electrode array Simulation Experimental Platform based on FPGA
WO2017151206A1 (en) 2016-03-03 2017-09-08 Google Inc. Deep machine learning methods and apparatus for robotic grasping
KR102023149B1 (en) 2016-03-03 2019-11-22 구글 엘엘씨 In-Depth Machine Learning Method and Device for Robot Gripping
US10027583B2 (en) 2016-03-22 2018-07-17 Knuedge Incorporated Chained packet sequences in a network on a chip architecture
US10635968B2 (en) 2016-03-24 2020-04-28 Intel Corporation Technologies for memory management of neural networks with sparse connectivity
US10346049B2 (en) 2016-04-29 2019-07-09 Friday Harbor Llc Distributed contiguous reads in a network on a chip architecture
CN106125730B (en) * 2016-07-10 2019-04-30 北京工业大学 A kind of robot navigation's map constructing method based on mouse cerebral hippocampal spatial cell
US11132599B2 (en) 2017-02-28 2021-09-28 Microsoft Technology Licensing, Llc Multi-function unit for programmable hardware nodes for neural network processing
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US11551028B2 (en) 2017-04-04 2023-01-10 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network
US11238334B2 (en) 2017-04-04 2022-02-01 Hailo Technologies Ltd. System and method of input alignment for efficient vector operations in an artificial neural network
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity in an artificial neural network
CN107679620B (en) * 2017-04-19 2020-05-26 赛灵思公司 Artificial neural network processing device
CN107704922B (en) 2017-04-19 2020-12-08 赛灵思公司 Artificial neural network processing device
CN107679621B (en) * 2017-04-19 2020-12-08 赛灵思公司 Artificial neural network processing device
US11157287B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system with variable latency memory access
US10671349B2 (en) 2017-07-24 2020-06-02 Tesla, Inc. Accelerated mathematical engine
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US11157441B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
JP6953229B2 (en) * 2017-08-10 2021-10-27 株式会社半導体エネルギー研究所 Semiconductor device
US10846621B2 (en) * 2017-12-12 2020-11-24 Amazon Technologies, Inc. Fast context switching for computational networks
US10803379B2 (en) 2017-12-12 2020-10-13 Amazon Technologies, Inc. Multi-memory on-chip computational network
US11561791B2 (en) 2018-02-01 2023-01-24 Tesla, Inc. Vector computational unit receiving data elements in parallel from a last row of a computational array
WO2019160972A1 (en) * 2018-02-14 2019-08-22 Syntiant Offline detector
US10948957B1 (en) * 2019-09-26 2021-03-16 Apple Inc. Adaptive on-chip digital power estimator
KR20210052702A (en) * 2019-10-30 2021-05-11 삼성전자주식회사 Neural Processing Unit and Electronic Device Including the Same
RU2739340C1 (en) * 2019-11-14 2020-12-23 Федеральное государственное бюджетное учреждение науки Институт физиологии им. И.П. Павлова Российской академии наук (ИФ РАН) Method for neuromorphic data processing and device for implementation thereof
US11237894B1 (en) 2020-09-29 2022-02-01 Hailo Technologies Ltd. Layer control unit instruction addressing safety mechanism in an artificial neural network processor
US11874900B2 (en) 2020-09-29 2024-01-16 Hailo Technologies Ltd. Cluster interlayer safety mechanism in an artificial neural network processor
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
US11263077B1 (en) 2020-09-29 2022-03-01 Hailo Technologies Ltd. Neural network intermediate results safety mechanism in an artificial neural network processor
US11221929B1 (en) 2020-09-29 2022-01-11 Hailo Technologies Ltd. Data stream fault detection mechanism in an artificial neural network processor

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4095367A (en) * 1976-06-09 1978-06-20 Takara Co., Ltd. Articulated robot assembly
US5164826A (en) * 1991-08-19 1992-11-17 Westinghouse Electric Corp. Method and apparatus for visual inspection of the internal structure of apparatus through internal passages
JPH06259585A (en) * 1993-03-10 1994-09-16 Toyota Central Res & Dev Lab Inc Neural network device
US5491650A (en) * 1993-04-19 1996-02-13 California Institute Of Technology High precision computing with charge domain devices and a pseudo-spectral method therefor
US5781702A (en) * 1995-06-07 1998-07-14 Univ South Western Hybrid chip-set architecture for artificial neural network system
EP0850405A2 (en) * 1995-09-19 1998-07-01 Morphometrix Technologies Inc. A neural network assisted multi-spectral segmentation system
JPH09319724A (en) * 1996-05-31 1997-12-12 Noritz Corp Inference device
DE69609613D1 (en) * 1996-10-01 2000-09-07 Finmeccanica Spa Programmed neuron module
DE19718224A1 (en) * 1997-04-30 1997-11-27 Harald Dipl Phys Wuest Digital neural network processor for consumer goods, games, telecommunications or medical equipment or vehicle
JP2000061153A (en) * 1998-08-21 2000-02-29 Bandai Co Ltd Toy device
US20040015079A1 (en) * 1999-06-22 2004-01-22 Teratech Corporation Ultrasound probe with integrated electronics
US6882992B1 (en) * 1999-09-02 2005-04-19 Paul J. Werbos Neural networks for intelligent control
EP1089221A3 (en) 1999-09-29 2007-05-02 Lucent Technologies Inc. Spike-based hybrid computation
JP4427860B2 (en) * 2000-03-24 2010-03-10 株式会社デンソー VEHICLE CONTROL DEVICE AND RECORDING MEDIUM
JP2002187082A (en) * 2000-10-11 2002-07-02 Sony Corp System and method for controlling robot
CA2452376A1 (en) * 2001-07-02 2003-01-16 Battelle Memorial Institute Intelligent microsensor module
US6553300B2 (en) * 2001-07-16 2003-04-22 Deere & Company Harvester with intelligent hybrid control system
US6904335B2 (en) * 2002-08-21 2005-06-07 Neal Solomon System, method and apparatus for organizing groups of self-configurable mobile robotic agents in a multi-robotic system
EP1552908A4 (en) 2002-10-11 2008-10-15 Fujitsu Ltd Robot control algorithm construction device, robot control algorithm construction program, robot control device, robot control program, and robot
JP4587738B2 (en) 2003-08-25 2010-11-24 ソニー株式会社 Robot apparatus and robot posture control method
US7519879B2 (en) * 2004-04-26 2009-04-14 Agilent Technologies, Inc. Apparatus and method for dynamic in-circuit probing of field programmable gate arrays
US7240160B1 (en) * 2004-06-30 2007-07-03 Sun Microsystems, Inc. Multiple-core processor with flexible cache directory scheme
US7430643B2 (en) * 2004-12-30 2008-09-30 Sun Microsystems, Inc. Multiple contexts for efficient use of translation lookaside buffer

Non-Patent Citations (7)

* Cited by examiner, † Cited by third party
Title
DIETMAR JUNG ET AL: "Synaptic plasticity in spiking neural networks (SP<2>INN): a system approach", IEEE TRANSACTIONS ON NEURAL NETWORKS, IEEE SERVICE CENTER, PISCATAWAY, NJ, US LNKD- DOI:10.1109/TNN.2003.816060, vol. 14, no. 5, 1 September 2003 (2003-09-01), pages 980 - 992, XP011103251, ISSN: 1045-9227 *
GLACKIN B ET AL: "A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware", 18 June 2005, COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS; [LECTURE NOTES IN COMPUTER SCIENCE;;LNCS], SPRINGER-VERLAG, BERLIN/HEIDELBERG, PAGE(S) 552 - 563, ISBN: 9783540262084, XP019010321 *
HELLMICH H H ET AL: "An FPGA based simulation acceleration platform for spiking neural networks", IEEE INTERNATIONAL MIDWEST SYMPOSIUM,, vol. 2, 25 July 2004 (2004-07-25), pages II_389 - II_392, XP010738756, ISBN: 978-0-7803-8346-3 *
JEFFREY L KRICHMAR AND GERALD M EDELMAN: "Machine Psychology: Autonomous Behavior, Perceptual Categorization and Conditioning in a Brain-based Device", CEREBRAL CORTEX, OXFORD UNIVERSITY PRESS, vol. 12, no. 8, 1 August 2002 (2002-08-01), pages 818 - 830, XP002574000 *
ROGGEN D ET AL: "Hardware spiking neural network with run-time reconfigurable connectivity in an autonomous robot", EVOLVABLE HARDWARE, 2003. PROCEEDINGS. NASA/DOD CONFERENCE ON JULY 9-11, 2003, PISCATAWAY, NJ, USA,IEEE, 9 July 2003 (2003-07-09), pages 199 - 208, XP010648230, ISBN: 978-0-7695-1977-7 *
SETH K ET AL: "Visual Binding Through Reentrant Connectivity and Dynamic Synchronization in a Brain-based Device", CEREBRAL CORTEX, PLENUM PRESS, NEW YORK, NY, US LNKD- DOI:10.1093/CERCOR/BHH079, 1 November 2004 (2004-11-01), pages 1185 - 1199, XP007910265, ISSN: 1566-6816 *
TIM SCHOENAUER ET AL: "NeuroPipe-Chip: A Digital Neuro-Processor for Spiking Neural Networks", IEEE TRANSACTIONS ON NEURAL NETWORKS, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 13, no. 1, 1 January 2002 (2002-01-01), XP011039731, ISSN: 1045-9227 *

Also Published As

Publication number Publication date
US20070094481A1 (en) 2007-04-26
JP2009508182A (en) 2009-02-26
US20120323832A1 (en) 2012-12-20
US8126828B2 (en) 2012-02-28
WO2007002790A2 (en) 2007-01-04
US7533071B2 (en) 2009-05-12
US20090240642A1 (en) 2009-09-24
EP1902358A2 (en) 2008-03-26
WO2007002790A3 (en) 2009-05-07

Similar Documents

Publication Publication Date Title
EP1902358A4 (en) Neural modeling and brain-based devices using special purpose processor
EP1899847A4 (en) Addressing scheme for neural modeling and brain-based devices using special purpose processor
GB2411087B (en) Measurement and signature intelligence analysis and reduction technique
FI20070841A (en) Capacitor Charging Methods and Equipment
EP1955238A4 (en) Simulation system and method
EP1729710A4 (en) Gait rehabilitiation methods and apparatuses
EP1941820A4 (en) Pan-turning method and device thereof
EP1986949A4 (en) Stamping methods and devices
EP1922679A4 (en) Dynamic healthcare modeling
GB0506253D0 (en) Electronic synapse device
GB2412012B (en) Computing device
EP1887870A4 (en) Prevascularized devices and related methods
ZA200709770B (en) Method and device
IL189252A0 (en) Dihydroxyanthraquinones and their use
EP1967451A4 (en) Packaging-container production device and packaging-container production method
GB0513066D0 (en) Hinges and restricting devices therefor
BRPI0808218A2 (en) corrosion simulator and the corresponding method
GB2457613B (en) Nano-base device and method
EP1954626A4 (en) Multifunctional nanostructure and method
DE602005014972D1 (en) PARTICLE
IL191609A0 (en) Nanoparticle and methods therefor
GB0410186D0 (en) Capacitance modeling
EP1938123A4 (en) Up-armoring structure and method
ZA200803400B (en) Wills and testaments
GB0701037D0 (en) Grooming aid and related methods

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

17P Request for examination filed

Effective date: 20080124

AK Designated contracting states

Kind code of ref document: A2

Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IS IT LI LT LU LV MC NL PL PT RO SE SI SK TR

AX Request for extension of the european patent

Extension state: AL BA HR MK YU

RAX Requested extension states of the european patent have changed

Extension state: RS

Extension state: MK

Extension state: HR

Extension state: BA

Extension state: AL

DAX Request for extension of the european patent (deleted)
R17D Deferred search report published (corrected)

Effective date: 20090507

RIC1 Information provided on ipc code assigned before grant

Ipc: G06F 15/18 20060101AFI20090515BHEP

A4 Supplementary search report drawn up and despatched

Effective date: 20100506

RIC1 Information provided on ipc code assigned before grant

Ipc: G06N 3/063 20060101AFI20100428BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION IS DEEMED TO BE WITHDRAWN

18D Application deemed to be withdrawn

Effective date: 20130625